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<!-- Adapted from https://www.evl.uic.edu/aej/424/ -->
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<title>CS5331-004</title>
</head>
<body bgcolor="white" text="black">
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="4">Common visual representations of data were invented:</font></div>
<p style="font-family: Helvetica,Arial,sans-serif;">
<li style="margin-left: 30px"> Line chart: ~1700 </li>
<li style="margin-left: 30px"> Bar chart: ~1780</li>
<li style="margin-left: 30px"> <b>Scatterplot</b>: ~1785 </li>
<li style="margin-left: 30px"> <b>Paralell Coordinates</b>: ~1885 </li>
<li style="margin-left: 30px"> Tree diagrams: ~1150 </li>
<li style="margin-left: 30px"> Flow maps: ~1859 </li>
<li style="margin-left: 30px"> Tree maps: ~1992 </li>
</p>
<hr style="width: 100%; height: 1px;">
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">Scatterplot:</font></div>
<p style="font-family: Helvetica,Arial,sans-serif;"><img
style="width: 40%" alt=""
src="https://thetarzan.files.wordpress.com/2011/06/oldfaithful1.png">
<img style="width: 40%" alt=""
src="https://idatavisualizationlab.github.io/webFiles//talks/figures/Scagnostics1.png">
</p>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">Scagnostics:</font></div>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="4">Visual features help us to characterize 2D scatterplots: <b>Visual analytics?</b>
</font></div>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="4">Scagnostics are computed on on three geometric graphs
</font></div>
<img style="width: 70%" alt=""
src="https://idatavisualizationlab.github.io/webFiles//talks/figures/Scagnostics2.png">
<br><br><br>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="4">A <b>Stringy</b> shape is a skinny shape with no branches
</font></div>
<img style="width: 50%" alt=""
src="https://idatavisualizationlab.github.io/webFiles//talks/figures/Scagnostics7.png">
<br><br><br>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="4">Computing <b>Convex</b>: The ratio of the area of the alpha hull and the convex hull
</font></div>
<img style="width: 50%" alt=""
src="https://idatavisualizationlab.github.io/webFiles//talks/figures/Scagnostics8.png">
<hr style="width: 100%; height: 1px;">
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">Scatterplot Matrix vs. Paralell Coordinates:</font></div>
<img style="width: 48%" alt=""
src="https://upload.wikimedia.org/wikipedia/commons/thumb/5/56/Iris_dataset_scatterplot.svg/2000px-Iris_dataset_scatterplot.svg.png">
<img style="width: 48%" alt=""
src="https://upload.wikimedia.org/wikipedia/en/4/4a/ParCorFisherIris.png">
</p>
<hr style="width: 100%; height: 1px;">
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">XmdvTool:</font></div>
<p style="font-family: Helvetica,Arial,sans-serif; text-align:
justify;">XmdvTool is freely vailable at: <a
href="http://davis.wpi.edu/xmdv/">http://davis.wpi.edu/xmdv/</a>
</p>
<p> <img style="width: 45%;"
src="https://www.evl.uic.edu/aej/424/pics/week5/scatter.jpg" alt="Scatterplot matrix in
xmdvtool" width="712" height="570">
<img style="width: 45%;"
src="https://www.evl.uic.edu/aej/424/pics/week5/parallel.jpg" alt="Parallel coordinates in
xmdvtool" width="657" height="570">
</p>
<iframe width="1200" height="800" src="https://www.youtube.com/embed/E1birsp9iYk" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<br><br>
<a href="https://vimeo.com/76067740">
https://vimeo.com/76067740 </a>
<hr style="width: 100%; height: 1px;">
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">D3:</font></div>
<li style="margin-left: 30px"> Scatterplot Matrix: <a
href="http://mbostock.github.io/d3/talk/20111116/iris-splom.html">http://mbostock.github.io/d3/talk/20111116/iris-splom.html</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="https://bl.ocks.org/jasondavies/1341281">https://bl.ocks.org/jasondavies/1341281</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: Large Nutrient dataset <a
href="http://bl.ocks.org/syntagmatic/3150059">http://bl.ocks.org/syntagmatic/3150059</a></li>
<div align="left"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="5">Papers:</font></div>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="https://ieeexplore.ieee.org/document/6787137">An Edge-Bundling Layout for Interactive Parallel Coordinates</a></li>
<iframe width="1280" height="722" src="https://www.youtube.com/embed/VK9YbphYg4I" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="http://www3.cs.stonybrook.edu/~mueller/papers/ktm-eurovis2008.pdf">An Illustrative Parallel Coordinates</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="http://www.myweb.ttu.edu/tnhondan/file/Stacking.pdf">Stacking Graphic Elements to Avoid Over-Plotting</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="http://research.microsoft.com/en-us/um/people/weiweicu/images/visualclustering.pdf">Visual Clustering in Parallel Coordinates</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5290770">Continuous Parallel Coordinates</a></li>
<li style="margin-left: 30px"> Paralell Coordinates: <a
href="https://classes.soe.ucsc.edu/cmps261/Fall13/papers/hcmarsh/StateXofXtheXArtXofXParallelXCoordinates.pdf">State of the Art of Parallel Coordinates</a></li>
<iframe width="1279" height="719" src="https://www.youtube.com/embed/wvsE8jm1GzE" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<iframe width="1279" height="719" src="https://www.youtube.com/embed/26AMBYPye2M" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<iframe width="1279" height="719" src="https://www.youtube.com/embed/ypc7Ul9LkxA" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<hr style="width: 100%; height: 1px;">
<div align="right"><font style="font-family:
Helvetica,Arial,sans-serif;" color="black" size="2">© Last revised: March 26th, 2019 </font></div>
</body>
</html>